Proceedings of the 2015 Joint International Mechanical, Electronic and Information Technology Conference

A co-evolutionary algorithm integrated with immune multi-agent

Authors
Jianhong Ma, Han Zhang, Baofeng He
Corresponding Author
Jianhong Ma
Available Online December 2015.
DOI
https://doi.org/10.2991/jimet-15.2015.86How to use a DOI?
Keywords
immune; co-evolution; evolutionary algorithm; multi-agent; affinity
Abstract

In this paper we present a co-evolutionary algorithm integrated with immune multi-agent based on analyzing the lack of the immune evolutionary algorithms and co-evolutionary algorithm.First,antibody deputies are generated through the competition among populations and within populations sort and based on the calculation target of antibody information entropy and affinity,then the algorithm searches the optimal solution is implemented through affinity maturation and Gene library update evolution.The simulation results show that the algorithm has a good search capability of the optimal solution,calculation accuracy and convergence rate is superior to the traditional algorithm.

Copyright
© 2015, the Authors. Published by Atlantis Press.
Open Access
This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

Download article (PDF)

Volume Title
Proceedings of the 2015 Joint International Mechanical, Electronic and Information Technology Conference
Series
Advances in Computer Science Research
Publication Date
December 2015
ISBN
978-94-6252-129-2
ISSN
2352-538X
DOI
https://doi.org/10.2991/jimet-15.2015.86How to use a DOI?
Copyright
© 2015, the Authors. Published by Atlantis Press.
Open Access
This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

Cite this article

TY  - CONF
AU  - Jianhong Ma
AU  - Han Zhang
AU  - Baofeng He
PY  - 2015/12
DA  - 2015/12
TI  - A co-evolutionary algorithm integrated with immune multi-agent
BT  - Proceedings of the 2015 Joint International Mechanical, Electronic and Information Technology Conference
PB  - Atlantis Press
SP  - 458
EP  - 464
SN  - 2352-538X
UR  - https://doi.org/10.2991/jimet-15.2015.86
DO  - https://doi.org/10.2991/jimet-15.2015.86
ID  - Ma2015/12
ER  -